Dynamic transaction control within a host transaction processing system
A method and system is provided to dynamically adjust system administration criteria based upon current conditions of a transaction processing system. Granular autonomic administrative action relative to varying conditions results in more flexible response to particular system or transactional conditions. As certain criteria are met, at a system level, a transactional level, or a combination, appropriate action may be taken suitable to the particular condition encountered. A response more suited to a particular granular condition, provides for more focused event handling on a case by case basis rather than on a system-wide or undesired transient conditions. As a result, more efficient use of system resources occurs along with more reliable management of transactional processing.
1. Field of the Invention
This invention relates to transaction processing systems, and more particularly, to autonomic control and administration of individual transactions or groups of transactions based upon their unique current resource usage characteristics relative to the present status of one or more present characteristics of the transaction processing system or the host computer system.
2. Background Description
Transaction processing systems serve as a basis for electronic commerce. In electronic commerce two or more entities electronically process specific tasks related to commerce ranging from purchase and payment to banking transactions. Examples of electronic commerce include purchase and payment transactions using credit and debit cards, paying bills online and the handling of return merchandise credits. Transaction processing systems also facilitate the accessing of data across a network, such as the Internet. Browsing merchandise on a vendor's website, obtaining stock quotes from a financial service institution's website and checking sporting event scores at a news website are examples of such accesses. Other examples of routine network transaction events include the interchange of data that occurs during online gaming, downloading product updates from a software vendor's server and the exchange of email.
Prior to the days of the Internet, an example of a transaction processing system would be a given corporation's internal users accessing a host mainframe processor, with individual transactions being serviced via an executing software “transaction monitor”, such as, for example, IBM's CICS (Customer Information Control System). With the advent of the Internet, an example of a transaction processing system includes the server or servers that host a given Internet website, along with the underlying hardware and software infrastructure, frequently including an “application server” such as IBM's WebSphere Application Server.
Transactions that are serviced by a transaction processing system may come from any number of sources, examples of which include users accessing the system from a home or office personal computer, personal digital assistant (PDA), network-enabled cellular devices and automated teller machines (ATM's). Additionally, transaction processing systems may also be accessed by other systems, such as partner transaction processing systems, interactive voice response systems, or any other automated entity that has access to the transaction processing system through a network.
For a variety of reasons such as application errors, hardware faults and unintended use of the transaction processing system, there is a chance that a transaction or group of transactions may take on characteristics that are outside of the design specifications of the transaction processing system. Actions commonly taken to eliminate the undesirable workload from the system could range from purging the transaction to shutting down and restarting the entire transaction processing environment.
In other cases it may simply become desirable to favor one type of work versus another type based upon current general system conditions, such as high utilization or the like. Current practice facilitates the remediation of these conditions through binary evaluation. For example, if a given transaction on a transaction processing system has consumed more than a predetermined number of CPU seconds, then the offending transaction is terminated. A termination of an offending transaction may also occur, for example, if a given transaction were consuming more than some predetermined amount of electronic storage.
Current practice also allows for indiscriminate termination of transactions in the event of an alert on the transaction processing system. An example of the type of condition that would trigger such an alert is when a short on storage event occurs within the transaction processing system.
A shortcoming of the current practices arise from the indiscriminate nature of transaction administration. In practice, transaction processing systems purge transactions that exceed some arbitrary limit, without regard to whether the limit that was exceeded is presently constrained on the transaction processing system.
A further shortcoming is when remedial action is taken or initiated to address an alert from the transaction processing system, but the nature of the action is poorly targeted and/or overly drastic, affecting transactions that have little or no bearing on the alert, itself. Currently in transaction control facilities, autonomic corrective action is typically ill-targeted, poorly timed, and affects the user community too broadly.
SUMMARY OF THE INVENTIONIn an aspect of the invention, a method is provided for managing a transaction processing system. The method comprises defining at least one criterion which is at least a workload characteristic and defining at least one threshold metric for each of the at least one criterion. The method further comprises defining at least one trigger action in response to the at least one threshold metric and performing the at least one trigger action in response to the at least one threshold metric being met.
In another aspect of the invention, a method is provided for managing a system. The system comprises the steps of determining current conditions of a workload characteristic, evaluating the current conditions of the workload characteristic and dynamically adjusting system administration criteria based on a threshold metric associated with the current conditions of the workload characteristic.
In another aspect of the invention, a system is provided for managing a transaction processing system. The system comprises a means for defining at least one criterion, wherein the at least one criterion is a workload characteristic of the transaction processing system and a means for defining at least one threshold metric for each of the at least one criterion. The system further comprises a means for defining at least one trigger action in response to the at least one threshold metric.
In another aspect of the invention, a system is provided for managing a transaction processing system. The system comprises a means for determining current conditions of at least a workload characteristic, a means for evaluating the current conditions of at least the workload characteristic and a means for dynamically adjusting system administration criteria based on a threshold metric associated with the current conditions of at least the workload characteristic.
In another aspect of the invention, a computer program product is provided comprising a computer usable medium having readable program code embodied in the medium. The computer program product includes a first computer code to define at least one criterion, wherein the at least one criterion is a workload characteristic of the transaction processing system and a second computer code to define at least one threshold metric for each of the at least one criterion. Further included are a third computer code to define at least one trigger action in response to the at least one threshold metric and a fourth computer code to perform the at least one trigger action in response to the at least one threshold metric being met.
BRIEF DESCRIPTION OF THE DRAWINGS
In the system and method of the invention, an autonomic extension of a transaction processing system dynamically adjusts system administration criteria based upon the current conditions of the transaction processing system. The invention provides for the ability of system designers and administrators to apply greater autonomic logic to the governance of a transaction processing system. The invention also allows for very granular autonomic administrative action relative to varying conditions within the transaction processing system as well as a host of other advantages as discussed herein. System designers and administrators are enabled to take into consideration fluctuating conditions throughout the server/system when developing autonomic control models.
The invention may be divided into four recurring stages: (1) obtain system level metrics, (2) obtain transaction level metrics, (3) perform evaluations, and (4) perform action based on the evaluations. Restated, as a processing cycle begins, the invention gathers salient details regarding the state of the transaction processing system and related environment, i.e., the system level metrics. The second stage of processing involves the collection of details or metrics regarding individual executing transactions, i.e., transactional level metrics. The third stage of processing performs evaluations which are defined in the interval criterion tables, which may result in stage four, which includes performing an administrative action. Embodiments of the invention are referenced herein as “facility” or “the facility” and may be a software extension of a transaction processing system.
In embodiments, the components to support the four stages may include: (i) a component to collect system and transaction information that is germane to an administrator's decision making process, (ii) a component to perform complex evaluations between the collected data and the invention's configuration data, and (iii) a component to execute an action that is germane to an administrator's functions. (See discussion, for example, of
The invention also includes implementation of an interval criterion matrix and it typically may be a source of configurable data used by the invention and may be created by an administrator or accessed from a pre-built electronic source. An example of the interval criterion matrix is shown in Table 1 and is described in further detail below with reference to
The configuration data shown in Table 1 comprises a matrix that includes a “System Level Metric” 601. The system level metric may be a single or progressive variable (e.g., ranges) relative to a measurement of an aspect of the transaction processing system. The matrix of Table 1 further includes a “Transaction Identifier” 602 which may, for example, provide selection criteria for a single transaction or plurality of transactions. Table 1 further includes a “Transaction Level Metric” 603 and a “Facility Action” 604. The Transaction Level Metric 603 may be a single or progressive variable relative to an aspect of the included transaction, and the Facility Action 604 may be, for example, a reference to an action to occur should the variable evaluation result be positive. In embodiments, system-level criterion (e.g., 601 and 604) may be in a separate table.
By way of example, using the data of Table 1, when the System Level Metric has an average system processor utilization in the range of 50%-75%, and the Transaction Level Metric 603 is greater than 30 seconds, the Facility Action 604 may reduce the priority of a current transaction. Of course, it should be understood that other scenarios may also be implemented by the invention as discussed herein and as now should be understood by those skilled in the art. Now as it should be understood, within the overall process of the invention, various system-level metrics of the transaction processing system and the supporting hardware, software and networking environment are sampled. Examples of such system-level metrics may include but not limited to, processor utilization, memory utilization, storage utilization, load upon the input/output subsystem(s) and load upon the network interfaces. In embodiments, a list of salient metrics to be collected and a reference to a logical process that performs collection of each of these metrics, exists on an interval criterion data source (e.g., a database).
Also within the overall process a method is provided for gathering details of each transaction executing on the transaction processing system at a point in time. As with the system-level metrics, this method accesses a list of salient metrics to be collected and a reference to a logical process that performs collection of each of these metrics from the interval criterion data source. The invention processes through each individual transaction in some order, which may be a sequential order.
As transaction-level metrics become available, thresholds that may be stored in the interval criterion matrix are evaluated. A feature of the invention includes the incremental nature of both the system-level and transaction-level metrics. For example, system-level processor utilization levels of 30%, 40%, 50% and 60% may all have differing thresholds on the transaction-level side of the metric's evaluation. Furthering the example, transaction-level processor utilization of 10 CPU seconds may be considered excessive at 50% system-level processor utilization, transaction-level processor utilization of 8 CPU seconds may be considered excessive at 60% system-level processor utilization.
When both a system-level and transaction-level evaluation result in a “true” result for a given interval criterion entry, the invention invokes the action specified in the same interval criterion entry. Again, as with other logic points indicated by the interval criterion matrix, in embodiments, the action is stored in the interval criterion data source as a reference to a logical process that performs said action.
Referring to
Continuing with
Once a list of all relevant system metrics is collected and made available, the facility is prepared to begin evaluation of the interval criterion. In embodiments, the invention may perform three levels of dynamic administration:
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- 1. System Level—Dynamic actions based upon system-level health characteristics.
- 2. Transaction Level—Dynamic actions based upon transaction-specific characteristics.
- 3. Multi-Transaction Level—Dynamic administrative actions based upon the aggregate characteristics of the current transaction mix executing on a server.
Continuing with
In other embodiments the action defined in 460 may be provided through other mechanisms, such as sending messages to other entities to perform an action. Examples of such an action include informing a peer server that the triggering server is now available to accept work, alerting a remote operator of an anomalous condition, or triggering a diagnostic trace on a Storage Area Network unit. After the triggered action is carried out (or instigated) at step 450, the process proceeds to step 440 to determine if there are more system evaluations.
System-level criterion evaluations deal with characteristics of the system, which may be the transaction processing system of the host server. By way of example, a representation of a system-level criterion tree based on the present/current state of “SYSTEM MEMORY UTILIZATION” would be:
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- A—If SYSTEM MEMORY UTILIZATION exceeds 60%, then perform action SLSMU_1.
- B—If SYSTEM MEMORY UTILIZATION exceeds 80%, then perform action SLSMU_2.
- C—If SYSTEM MEMORY UTILIZATION exceeds 90%, then perform action SLSMU_3.
- D—If SYSTEM MEMORY UTILIZATION exceeds 95%, then perform action SLSMU_4.
For each action identifier (e.g., SLSMU_1, SLSMU_2, etc) there is an associated action defined in the interval criteria actions 460. One of ordinary skill in the art should recognize that any number of action identifiers may exist, as necessary.
Continuing with
At step 540, a determination is made whether any action is necessary based upon the evaluation at step 520. If no action is required (e.g. negative evaluation), at step 570, the facility determines if there are more transaction-level evaluations to be performed and if so, the process continues with the next evaluation at step 520. Should the result of step 540 require action (e.g. be positive) then, at step 550, action defined by the interval criterion data source 560 is carried out. This action may be carried out within the software of the facility, itself, or may alternatively cause action to be triggered and carried out by another system component. After the triggered action is carried out at step 550, at step 570, the process proceeds to the next transaction-level evaluation check. When there are no further transaction-level evaluations remaining to be performed at step 570, at step 580, the facility determines whether any transactions remain for processing. If so, the next transaction on the list 590 is selected, and processing continues at step 510.
In one implementation and referring to Table 1 and the flow of
The transaction processing system may identify transactions via 4-byte alphanumeric identifiers (or other identification technique). The asterisk in the example Transaction Identifiers 602 in Table 1 indicates a ‘wild card’, these Transaction Level Criterion affect only transactions that have identifiers starting with “AA”. Use of Transaction Identifier 602 in this example illustrates that Transaction Level Criterion do not necessarily need to affect all transactions on a transaction processing system, and may be selectively qualified via any convenient mode of unique identification for a given subset of transactions. The Transaction Level Metric 603 indicates which present characteristic of the transaction to evaluate and the value to evaluate said characteristic against, should the condition listed under System Level Metric 601 be met. For conditions that match criterion System Level Metric 601, Transaction Identifier 602, and Transaction Level Metric 603, the Facility Action 604 is triggered. For clarity within this example, the actions to be invoked under Facility Action 604 are described in plain text. In other embodiments, the Facility Action 604 may be carried on the Transaction Level Criterion Matrix 530 as an identifier referencing a logical process that may be embodied in a form executable by the facility, illustrated as Interval Criterion Actions 560 (
Multi-transaction criterion evaluations deal with the characteristics of groups of transactions relative to the overall system's present/current characteristics. These evaluations are similar to transaction level criterion evaluation, with the added concept of “transaction groups”, which may be built and administered by an administrator or pre-built and obtained from an electronic source. Examples of such transaction groups are provided in TABLE 2.
The concept of transaction groups permits aggregated accounting of transactions over similar or related entities (e.g., same server, search functions, etc.) or common identifier (e.g., IP subnet, transmission medium, etc.) and applying a transaction group level metric to the aggregated entities. This is illustrated by way of example, by referring to
At step 710, for each aggregate transaction group, a series of relevant details is collected, optionally referencing the Stored Transaction List 590 for efficiency reasons. At step 720, transaction-group level evaluation is performed against the data collected at step 710 using interval criterion 730 (e.g., Table 2). At step 740, a determination is made whether action is necessary. Should no action be required (e.g., the result is negative), at step 770, the facility determines if there are more transaction-group level evaluations to be performed. If there are more transaction-group level evaluations, the process continues with the next evaluation at step 720. Should the result of step 740 determine that action is required (e.g., be positive) then at step 750, the action defined by the interval criterion data source 760 is carried out. The logic of the action, which is associated with the interval criterion that was qualified at step 730 may be carried out within the software of the facility itself. In other embodiments the action logic may trigger action by other components.
After the triggered action is carried out at step 750, the process proceeds to the next transaction-group level evaluation check at step 770. When, at step 770, there are no further transaction-group level evaluations remaining to be performed, at step 780, the facility determines if any transactions-group evaluations remain for processing. If so, the next transaction-group evaluation on the list 590 is selected, and processing continues at step 710.
Otherwise, processing proceeds to an Interval Controller 380 that, in this embodiment, halts processing for a set period of time, for example sixty seconds, before allowing processing to continue. Other time intervals may be chosen based on circumstances. In a further aspect, the Interval Controller acts upon variable timers which may change based upon the results of prior scan cycles. In yet another aspect, the Interval Controller may resume processing based upon one or more system characteristics, such as when average processor utilization is greater than 75%, or, when the number of connections to this transaction processing system exceed 2000 (or other parametric criterion). Alternatively, the Interval Controller may be substantially absent or by-passed, with implies continuous processing of the invention.
Referring again to Table 2, the first element of this matrix is System Level Metric 801, which may be obtained previously at step 320 (
Using the invention, greatly focused and much improved control of a transaction processing system is achievable. Individual transactions may be acted upon when abnormal circumstances demand action instead of performing system-wide or more global action. The invention provides for the ability to deliver substantially improved autonomic administration of transaction and system level functions via consideration of any number and degree of workload characteristics in the decision making process. Better system performance results. Further, since the services provided in accordance with the invention occur during real-time system processing, system administrators have improved ability to more accurately control specific deficiencies in system performance and develop criterion to overcome those deficiencies.
Other embodiments of the invention may include or exclude particular transactions from consideration under a given interval criterion entry. Still other embodiments of the system may allow for evaluation of system-level criterion only, without regard to transaction-level evaluations. Yet in other embodiments, the invention allows for the converse, transaction-level criterion evaluation without system-level criterion evaluation. An example implementation of either of these would be the support of a ‘null’ evaluation for either criterion column.
Yet another embodiment of the invention allows for the evaluation of groups of transactions. An example of this includes evaluation of an aggregate of a transaction-level metric data gathered from a logical grouping of transactions. An example of where a reference to such grouping logic would be carried is on a column upon the interval criterion data source. This may include, for example, classes of preferred users that might have less stringent controls, or certain transactions that are exempt from certain criteria.
The facility may execute at set time (i.e., predefined) increments within an embodiment of the invention. One of ordinary skill in the art may choose to establish other techniques of triggering the invocation of the facility which embodies the invention. Further, a straightforward manner of specifying and recording the desired system behaviors that form the basis of the invention's decision tree is a useful and flexible feature of the invention.
The action to be taken by the invention, as referenced by the interval criterion data source, may act against a given transaction, other transactions or some other aspect of the hosting transaction processing system or another transaction processing system. An example of the invention acting upon the given transaction is the purging or quiescing of the transaction. An example of the invention acting upon another transaction is the purging or quiescing of other transactions to allow a more important transaction to have preferred access to constrained resources. Examples of the invention acting upon other aspects of the transaction processing system include suspending new transactions from entering the system, disallowing transactions from a given source, quiescing the system and triggering routing of transactions to a different transaction processing system. An example of the invention action upon another transaction processing system is the triggering of another transaction processing system to cease forwarding transactions to the host transaction processing system. Terminating a process may also occur.
While the invention has been described in terms of embodiments, those skilled in the art will recognize that the invention can be practiced with modifications and in the spirit and scope of the appended claims.
Claims
1. A method for managing a transaction processing system, the method comprising:
- defining at least one criterion which is at least a workload characteristic;
- defining at least one threshold metric for each of the at least one criterion;
- defining at least one trigger action in response to the at least one threshold metric; and
- performing the at least one trigger action in response to the at least one threshold metric being met.
2. The method of claim 1, wherein the defining at least one criterion step includes defining at least one of a system level criterion and a transaction level criterion.
3. The method of claim 1, wherein the defining at least one trigger action step includes defining at least one of a system level trigger action and a transaction level trigger action.
4. The method of claim 1, wherein the at least one criterion includes at least one of a processor utilization characteristic, memory utilization characteristic, an input/output characteristic, a storage characteristic, and a network interface characteristic.
5. The method of claim 1, wherein defining at least one threshold metric includes defining at least one of a single and a progressive variable relative to a measurement of an aspect of the transaction processing system.
6. The method of claim 1, further including repeating each of the steps at predefined intervals.
7. The method of claim 1, wherein the at least one trigger action includes at least one of changing the priority of a transaction, terminating a transaction, delaying a transaction, quiescing a transaction, causing another system to stop forwarding transactions, triggering routing of transactions to a different system, and ending a process.
8. The method of claim 1, further comprising:
- defining at least one transaction identifier that identifies subsets of transactions; and
- defining at least one transaction level threshold metric associated with the at least one transaction identifier.
9. The method of claim 8, wherein the performing step performs the at least one trigger action on a transaction associated with the at least one transaction identifier.
10. The method of claim 9, wherein the performing step performs when the at least one transaction level threshold metric is met.
11. The method of claim 8, further comprising:
- defining a system level threshold metric; and
- associating the system level threshold metric with the at least one transaction identifier and with the at least one transaction level threshold metric.
12. The method of claim 11, wherein the performing step is only performed when both the system level threshold metric and the transaction level threshold metric are met.
13. The method of claim 8, wherein the defining at least one transaction identifier includes defining a transaction group identifier.
14. The method of claim 1, wherein the defining at least one threshold metric defines a transaction group level metric.
15. The method of claim 1, further comprising the steps of:
- loading runtime parameters;
- validating the runtime parameters; and
- terminating processing if the parameters are deemed unacceptable.
16. The method of claim 1, further comprising:
- acquiring a transaction list of currently executing transactions;
- collecting details for each of the currently executing transactions;
- evaluating transaction details against an interval criterion matrix which defines thresholds associated with the currently executing transactions; and
- performing actions when the evaluation step determines a threshold has been met.
17. The method of claim 1, further comprising:
- acquiring a list of aggregate transaction groups;
- collecting details for each aggregate transaction group;
- evaluating each aggregated transaction group details against an interval criterion matrix which defines thresholds associated with each aggregated transaction group; and
- performing actions when the evaluation step determines a threshold has been met.
18. The method of claim 1, further comprising collecting data on the status of the transaction processing system, wherein the collecting is performed by one of executable collection logic and interpretable definitions.
19. A method of managing a system, comprising the steps of:
- determining current conditions of a workload characteristic;
- evaluating the current conditions of the workload characteristic; and
- dynamically adjusting system administration criteria based on a threshold metric associated with the current conditions of the workload characteristic.
20. The method of claim 19, wherein the workload characteristic is at least one of a transaction workload characteristic and a system environment workload characteristic.
21. The method of claim 19, wherein the workload characteristic is a transaction processing system characteristic.
22. The method of claim 19, wherein the adjusting includes at least one of changing the priority of a transaction, terminating a transaction, delaying a transaction, quiescing a transaction, causing another system from forwarding transactions, triggering routing of transactions to a different system, and ending a process.
23. The method of claim 19, further comprising the steps of:
- defining a system level threshold metric associated with the workload characteristic;
- defining at least one transaction identifier that identifies subsets of transactions;
- defining at least one transaction level threshold metric associated with the at least one transaction identifier and a transaction workload characteristic; and
- associating the system level threshold metric with the at least one transaction identifier and with the at least one transaction level threshold metric.
24. The method of claim 23, wherein the dynamically adjusting step is only performed when both the system level threshold metric and the transaction level threshold metric are met.
25. The method of claim 23, wherein the dynamically adjusting step is only performed when at least one of the system level threshold metric and the transaction level threshold metric is met.
26. A system for managing a transaction processing system, the system comprising:
- a means for defining at least one criterion, wherein the at least one criterion is a workload characteristic of the transaction processing system;
- a means for defining at least one threshold metric for each of the at least one criterion; and
- a means for defining at least one trigger action in response to the at least one threshold metric.
27. The system of claim 26, further comprising:
- a means for defining at least one transaction identifier that identifies subsets of transactions;
- a means for defining at least one transaction level threshold metric associated with the at least one transaction identifier;
- a means for defining a system level threshold metric; and
- a means for associating the system level threshold metric with the at least one transaction identifier and with the at least one transaction level threshold metric.
28. The system of claim 26, further comprising:
- a means for loading runtime parameters;
- a means for validating the runtime parameters; and
- a means for terminating processing if the parameters are deemed unacceptable.
29. The system of claim 26, further comprising:
- a means for acquiring a transaction list of currently executing transactions;
- a means for collecting details for each of the currently executing transactions;
- a means for evaluating transaction details against an interval criterion matrix wherein the interval criterion matrix defines thresholds associated with the currently executing transactions; and
- a means for performing threshold actions when the evaluation step determines a threshold has been met.
30. The system of claim 26, further comprising a criterion matrix, wherein the criterion matrix comprises:
- a system level metric entry that provides a system level threshold for a system level workload characteristic;
- a transaction identifier entry that provides an identification for one of a transaction and a transaction group;
- a transaction level metric entry that provides a transaction level threshold for transaction type defined by the transaction identifier; and
- a facility action entry for identifying logic to be executed if at least one of the system level threshold and the transaction level threshold is met.
31. The system of claim 26, further comprising a means for performing the at least one trigger action in response to the at least one threshold metric being met.
32. A system for managing a transaction processing system, comprising:
- a means for determining current conditions of at least a workload characteristic;
- a means for evaluating the current conditions of at least the workload characteristic; and
- a means for dynamically adjusting system administration criteria based on a threshold metric associated with the current conditions of at least the workload characteristic.
33. The system of claim 32, wherein the at least one workload characteristic is at least one of a transaction workload characteristic and a system environment workload characteristic.
34. The system of claim 32, wherein the at least one workload characteristic is a transaction processing system characteristic.
35. The system of claim 32, wherein the means for dynamically adjusting provides for at least one of changing the priority of a transaction, terminating a transaction, delaying a transaction, quiescing a transaction, causing another system to stop forwarding transactions, triggering routing of transactions to a different system, and ending a process.
36. The system of claim 32, further comprising the steps of:
- a means for defining a system level threshold metric associated with the workload characteristic;
- a means for defining at least one transaction identifier that identifies subsets of transactions;
- a means for defining at least one transaction level threshold metric associated with the at least one transaction identifier and a transaction workload characteristic; and
- a means for associating the system level threshold metric with the at least one transaction identifier and with the at least one transaction level threshold metric.
37. The system of claim 36, wherein the means for dynamically adjusting adjusts the system administration criteria when both the system level threshold metric and the transaction level threshold metric are met.
38. The system of claim 36, wherein the means for dynamically adjusting provides for only adjusting when at least one of the system level threshold metric and the transaction level threshold metric is met.
39. A computer program product comprising a computer usable medium having readable program code embodied in the medium, the computer program product includes:
- a first computer code to define at least one criterion, wherein the at least one criterion is a workload characteristic of the transaction processing system;
- a second computer code to define at least one threshold metric for each of the at least one criterion;
- a third computer code to define at least one trigger action in response to the at least one threshold metric; and
- a fourth computer code to perform the at least one trigger action in response to the at least one threshold metric being met.
Type: Application
Filed: Sep 29, 2003
Publication Date: Mar 31, 2005
Patent Grant number: 7818745
Inventor: Paul Snyder (Mechanicsburg, PA)
Application Number: 10/671,890